![Dr Riazul Islam Dr Riazul Islam](/img/200x200/staffpages/uploads/s01ri3/avatar/8MeDnZYsqJDfvXpntGwkle7C51VqmmAkTvtplI1f.jpeg)
Senior Lecturer
- About
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- Email Address
- riazul.islam@abdn.ac.uk
- Office Address
- School/Department
- School of Natural and Computing Sciences
Biography
S. M. Riazul Islam is an Associate Professor (Senior Lecturer) of Computing Science at the University of Aberdeen, UK. His prior affiliations were with the University of Huddersfield, Sejong University, Inha University, Samsung R&D Institute, and the University of Dhaka. He has a Ph.D. in Information Engineering. Dr Islam is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE) and he is also a Fellow of the Higher Education Academy (FHEA). His research interests include Applied Artificial Intelligence (AI), Medical Diagnosis, Digital Health, Inclusive AI, and Internet of Things.
External Memberships
- Associate Editor, Elsevier Alexandria Engineering Journal (IF: 6.8)
- Senior Member, IEEE Computer Society
- Senior Member, IEEE Engineering in Medicine and Biology Society (EMBS)
Latest Publications
Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices
Neural Computing and ApplicationsContributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s00521-024-10152-y
Securing Vehicle-to-Drone (V2D) Communications:: Challenges and Solutions
Deception in Autonomous Transport Systems:: Threats, Impacts and Mitigation Policies. 1 edition. Springer, pp. 163-180, 18 pagesChapters in Books, Reports and Conference Proceedings: Chapters (Peer-Reviewed)- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-55044-7_11
A novel framework for lung cancer classification using lightweight convolutional neural networks and ridge extreme learning machine model with SHapley Additive exPlanations (SHAP)
Expert Systems with Applications, vol. 248, 123392Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.eswa.2024.123392
A Holistic Analysis of Internet of Things (IoT) Security: Principles, Practices, and New Perspectives
Future Internet, vol. 16, no. 2, 40Contributions to Journals: ArticlesEnhancing Physical Layer Secrecy Performance for RIS-assisted RF-FSO Mixed Wireless System
IEEE Access, vol. 11, pp. 127737-127753Contributions to Journals: Articles
- Research
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Research Overview
Applied AI, Medical Diagnosis, Digital Health, Inclusive AI, and Internet of Things
Research Areas
Computing Science
Applied Health Sciences
- Teaching
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- Publications
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Page 1 of 3 Results 1 to 50 of 123
Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices
Neural Computing and ApplicationsContributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s00521-024-10152-y
Securing Vehicle-to-Drone (V2D) Communications:: Challenges and Solutions
Deception in Autonomous Transport Systems:: Threats, Impacts and Mitigation Policies. 1 edition. Springer, pp. 163-180, 18 pagesChapters in Books, Reports and Conference Proceedings: Chapters (Peer-Reviewed)- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-55044-7_11
A novel framework for lung cancer classification using lightweight convolutional neural networks and ridge extreme learning machine model with SHapley Additive exPlanations (SHAP)
Expert Systems with Applications, vol. 248, 123392Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.eswa.2024.123392
A Holistic Analysis of Internet of Things (IoT) Security: Principles, Practices, and New Perspectives
Future Internet, vol. 16, no. 2, 40Contributions to Journals: ArticlesEnhancing Physical Layer Secrecy Performance for RIS-assisted RF-FSO Mixed Wireless System
IEEE Access, vol. 11, pp. 127737-127753Contributions to Journals: ArticlesA Survey on Consensus Algorithms in Blockchain-based Applications: Architecture, Taxonomy, and Operational Issues
IEEE Access, vol. 11, pp. 39066-39082Contributions to Journals: ArticlesDiagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator
IEEE Access, vol. 11, pp. 4117-4130Contributions to Journals: ArticlesA novel hybrid meta-heuristic contrast stretching technique for improved skin lesion segmentation
Computers in Biology and Medicine, vol. 151, no. Part A, 106222Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.compbiomed.2022.106222
- [ONLINE] View publication in Scopus
- [ONLINE] AM in University of Huddersfield repository
A Deep Learning Model for Remaining Useful Life Prediction of Aircraft Turbofan Engine on C-MAPSS Dataset
IEEE Access, vol. 10, pp. 95425-95440Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2022.3203406
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/21766/1/Asif_Etal_A_Deep_Learning_VOR.pdf
- [ONLINE] View publication in Scopus
IoTaaS: Drone-Based Internet of Things as a Service Framework for Smart Cities
IEEE Internet of Things Journal, vol. 9, no. 14, pp. 12425-12439Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JIOT.2021.3137362
- [ONLINE] View publication in Scopus
- [ONLINE] Link to AM in National Science Foundation repository
Environment Friendly Energy Cooperation in Neighboring Buildings: A Transformed Linearization Approach
Energies, vol. 15, no. 3, 1160Contributions to Journals: ArticlesCATComp: A Compression-Aware Authorization Protocol for Resource-Efficient Communications in IoT Networks
IEEE Internet of Things Journal, vol. 9, no. 3, pp. 1667-1682Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JIOT.2021.3092183
- [ONLINE] View publication in Scopus
Device-to-Device Aided Cooperative NOMA Transmission Exploiting Overheard Signal
IEEE Transactions on Wireless Communications, vol. 21, no. 2, pp. 1304-1318Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TWC.2021.3103607
- [ONLINE] View publication in Scopus
Towards prevention of sportsmen burnout: Formal analysis of sub-optimal tournament scheduling
Computers, Materials and Continua, vol. 70, no. 1, pp. 1509-1526Contributions to Journals: ArticlesElectromagnetic Nanocommunication Networks: Principles, Applications, and Challenges
IEEE Access, vol. 9, pp. 166147-166165Contributions to Journals: ArticlesHybrid ResNet: A Shallow Deep Learning Architecture for Moderate Datasets
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/ICTC52510.2021.9620864
- [ONLINE] View publication in Scopus
Opportunistic Relay Selection over Generalized Fading and Inverse Gamma Composite Fading Mixed Multicast Channels: A Secrecy Tradeoff
IEEE Access, vol. 9, pp. 166184-166205Contributions to Journals: ArticlesHybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy Using Extreme Learning Machine Algorithm
IEEE Access, vol. 9, pp. 152261-152274Contributions to Journals: ArticlesImpact of Aperture Averaging and Antenna Correlation on the Secrecy Outage Performance over Mixed RF-FSO Cooperative System under Simultaneous RF and FSO Eavesdropping Attempts
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/TENSYMP52854.2021.9550971
- [ONLINE] View publication in Scopus
Prognostic role of EGR1 in breast cancer: A systematic review
BMB Reports, vol. 54, no. 10, pp. 497-504Contributions to Journals: ArticlesOn the Intercept Probability and Secure Outage Analysis of Mixed (α-κ-μ)-Shadowed and Málaga Turbulent Models
IEEE Access, vol. 9, pp. 133849-133860Contributions to Journals: ArticlesSUPnP: Secure Access and Service Registration for UPnP-Enabled Internet of Things
IEEE Internet of Things Journal, vol. 8, no. 14, pp. 11561-11580Contributions to Journals: ArticlesMachine learning in the prediction of cancer therapy
Computational and Structural Biotechnology Journal, vol. 19, pp. 4003-4017Contributions to Journals: Review articlesSecure crowd-sensing protocol for fog-based vehicular cloud
Future Generation Computer Systems, vol. 120, pp. 61-75Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.future.2021.02.008
- [ONLINE] View publication in Scopus
SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals
Computers in Biology and Medicine, vol. 134, 104532Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.compbiomed.2021.104532
- [ONLINE] View publication in Scopus
- [ONLINE] Link to AM in Griffith University Repository
Exploiting Secrecy Performance of Uplink NOMA in Cellular Networks
IEEE Access, vol. 9, pp. 95135-95154Contributions to Journals: ArticlesNumerical Design and Investigation of Circularly Segmented Air Holes-Assisted Hollow-Core Terahertz Waveguide as Optical Chemical Sensor
IEEE Access, vol. 9, pp. 86155-86165Contributions to Journals: ArticlesSimultaneous Cellular and D2D Communications Exploiting Cooperative Uplink NOMA
IEEE Communications Letters, vol. 25, no. 6, pp. 1848-1852Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/LCOMM.2021.3062111
- [ONLINE] View publication in Scopus
Secrecy Performance Analysis of Mixed α - μ and Exponentiated Weibull RF-FSO Cooperative Relaying System
IEEE Access, vol. 9, pp. 72342-72356Contributions to Journals: ArticlesA novel framework for approximating resistance–temperature characteristics of a superconducting film based on artificial neural networks
Results in Physics, vol. 24, 104088Contributions to Journals: ArticlesDevelopment of duplex eye contact framework for human-robot inter communication
IEEE Access, vol. 9, pp. 54435-54456Contributions to Journals: ArticlesA highly sensitive quadruple D-shaped open channel photonic crystal fiber plasmonic sensor: A comparative study on materials effect
Results in Physics, vol. 23, 104050Contributions to Journals: ArticlesKinematic measurements of novel chaotic micromixers to enhance mixing performances at low reynolds numbers: Comparative study
Micromachines, vol. 12, no. 4, 364Contributions to Journals: ArticlesImpact of Correlation and Pointing Error on Secure Outage Performance over Arbitrary Correlated Nakagami Turbulent Fading Mixed RF-FSO Channel
IEEE Photonics Journal, vol. 13, no. 2, 7900117Contributions to Journals: ArticlesMobile health in remote patient monitoring for chronic diseases: Principles, trends, and challenges
Diagnostics, vol. 11, no. 4, 607Contributions to Journals: Review articlesMachine Learning and Deep Learning Approaches for Brain Disease Diagnosis: Principles and Recent Advances
IEEE Access, vol. 9, pp. 37622-37655Contributions to Journals: ArticlesAlzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data
Future Generation Computer Systems, vol. 115, pp. 680-699Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.future.2020.10.005
- [ONLINE] View publication in Scopus
A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease
Scientific Reports, vol. 11, no. 1, 2660Contributions to Journals: ArticlesSecurity at the Physical Layer over GG Fading and mEGG Turbulence Induced RF-UOWC Mixed System
IEEE Access, vol. 9, pp. 18123-18136Contributions to Journals: ArticlesInternet of things (Iot)-based wireless health: Enabling technologies and applications
Electronics (Switzerland), vol. 10, no. 2, 148Contributions to Journals: EditorialsMilled Microchannel-Assisted Open D-Channel Photonic Crystal Fiber Plasmonic Biosensor
IEEE Access, vol. 9, pp. 2924-2933Contributions to Journals: ArticlesRice Leaf Diseases Recognition Using Convolutional Neural Networks
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-65390-3_23
- [ONLINE] View publication in Scopus
Gafor: Genetic algorithm based fuzzy optimized re-clustering in wireless sensor networks
Mathematics, vol. 9, no. 1, pp. 1-18Contributions to Journals: ArticlesJoint content placement and storage allocation based on federated learning in F-RANs
Sensors (Switzerland), vol. 21, no. 1, 215Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.3390/s21010215
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/21827/1/Xiao_etal_S_Joint_Content_Placement_VoR.pdf
- [ONLINE] View publication in Scopus
An intelligent healthcare monitoring framework using wearable sensors and social networking data
Future Generation Computer Systems, vol. 114, pp. 23-43Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.future.2020.07.047
- [ONLINE] View publication in Scopus
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
IEEE Access, vol. 8, pp. 228049-228069Contributions to Journals: ArticlesVSDM: A Virtual Service Device Management Scheme for UPnP-Based IoT Networks
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/UEMCON51285.2020.9298148
- [ONLINE] View publication in Scopus
An Overview of UPnP-based IoT Security: Threats, Vulnerabilities, and Prospective Solutions
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/IEMCON51383.2020.9284885
- [ONLINE] View publication in Scopus
Bepari: A Cost-Aware Comprehensive Agent Architecture for Opaque Cloud Services
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/IEMCON51383.2020.9284849
- [ONLINE] View publication in Scopus
Auto-colorization of historical images using deep convolutional neural networks
Mathematics, vol. 8, no. 12, 2258Contributions to Journals: Articles